Advanced Certificate in Conversational AI and Emerging Technologies
-- ViewingNowThe Advanced Certificate in Conversational AI and Emerging Technologies is a comprehensive course designed to empower learners with essential skills in cutting-edge AI technologies. This course focuses on conversational AI, chatbots, and other emerging technologies that are revolutionizing industries and reshaping the future of work.
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โข Unit 1: Introduction to Conversational AI โ Fundamentals, applications, and benefits of conversational AI, natural language processing (NLP), and machine learning (ML).
โข Unit 2: NLP Techniques โ Text preprocessing, tokenization, part-of-speech tagging, named entity recognition, sentiment analysis, and emotion detection.
โข Unit 3: Machine Learning Models โ Supervised, unsupervised, and reinforcement learning algorithms, deep learning, and neural networks for conversational AI.
โข Unit 4: Advanced Dialogue Management โ Context awareness, user modeling, and personalization in managing conversational AI dialogues.
โข Unit 5: Speech Recognition and Synthesis โ Speech-to-text and text-to-speech technologies, automatic speech recognition (ASR) and TTS engines, and their integration with conversational AI.
โข Unit 6: Chatbot Architecture and Design โ Designing, developing, and deploying chatbots across various platforms and devices.
โข Unit 7: Ethical and Legal Considerations โ Privacy, security, data protection, and ethical guidelines for conversational AI.
โข Unit 8: Evaluation and Metrics โ Quantitative and qualitative evaluation methods, performance metrics, and benchmarking for conversational AI.
โข Unit 9: Emerging Trends and Future Directions โ Voice-activated assistants, multi-modal interfaces, and the future of conversational AI in various industries.
โข Unit 10: Capstone Project โ Students design and implement a complete conversational AI solution, integrating all the concepts taught in the course.
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